DCGAN

From Interaction Station Wiki
Revision as of 14:27, 16 January 2018 by Boris (talk | contribs)
Jump to navigation Jump to search

Generating images using A "Deep Convolutional Generative Adversarial Network"

In this tutorial we will be using a modified version of Soumith Chintala's torch implementation (https://github.com/soumith/dcgan.torch) of DCGAN - Deep Convolutional Generative Adversarial Network (https://arxiv.org/pdf/1511.06434.pdf) with a focus on generating images.

Getting started

Because training a DCGAN requires a lot of computing power, head over to the interaction station and sit behind the computer with the 'ml machineq' sticker. This computer runs a Ubuntu installation with (almost) every dependencies required to run some machine learning scripts/programs.